Basic Statistics

Raw Counts

Name Value
Rows 716
Columns 69
Discrete columns 42
Continuous columns 27
All missing columns 0
Missing observations 12,190
Complete Rows 0
Total observations 49,404
Memory allocation 523.2 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 8 columns ignored with more than 50 categories.
## start_date: 714 categories
## end_date: 712 categories
## ip_address: 182 categories
## response_id: 716 categories
## self_expenses_desc: 435 categories
## self_alt_career_desc: 179 categories
## employee_expenses_desc: 61 categories
## company_expenses_desc: 71 categories

QQ Plot

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.